{"url":"/sota/3d-human-pose-estimation-on-jta","task":{"name":"3D Human Pose Estimation","url":"/task/3d-human-pose-estimation","note":null},"dataset":{"name":"JTA","url":"/dataset/jta"},"category":"Computer Vision","categories":["Computer Vision"],"category_note":null,"description":"**3D Human Pose Estimation** is a computer vision task that involves estimating the 3D positions and orientations of body joints and bones from 2D images or videos. The goal is to reconstruct the 3D pose of a person in real-time, which can be used in a variety of applications, such as virtual reality, human-computer interaction, and motion analysis.","description_from":"task","source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","rank":"the archive's row order at snapshot; not re-ranked","rows_end_at":"2025-07-28","rows_withheld_as_spam":0,"metric_values":"the archive's strings, untouched"},"metrics":["F1(t=0.4m)","F1(t=0.8m)","F1(t=1.2m)"],"metric_direction":{"note":"inferred from the metric name only (the archive records no direction); null = not inferred, chart draws points only","by_metric":{"F1(t=0.4m)":"higher","F1(t=0.8m)":"higher","F1(t=1.2m)":"higher"}},"counts":{"rows":1,"rows_with_code":1,"rows_with_paper_page":1,"rows_dated":1,"rows_using_additional_data":0},"rows":[{"rank_in_archive_order":1,"model":"Dual network","metrics":{"F1(t=0.4m)":"58.15","F1(t=0.8m)":"69.32","F1(t=1.2m)":"74.19"},"uses_additional_data":false,"paper_date":"2022-05-02","paper":"/paper/dual-networks-based-3d-multi-person-pose","paper_url":"https://arxiv.org/abs/2205.00748v3","paper_title":"Dual networks based 3D Multi-Person Pose Estimation from Monocular Video","code":"https://github.com/3dpose/3D-Multi-Person-Pose","n_code_links":1,"syntology":null}],"since_archive":{"present":false,"note":"No Syntology-extracted rows are published in this build."},"syntology":{"read_at":"2026-09-24T18:15:14+00:00","claim":"Per row: N of M harvested code samples from that row's paper executed on a synthesized fixture; the other M-N are unverified. Not a reproduction of the row's number; not a correctness claim. n_pointer_only_licence counts samples the site points at rather than redistributes (a licence axis, independent of ran/unverified).","rows_with_graph_line":0,"rows_with_any_sample_ran":0,"distinct_papers_with_graph_line":0,"distinct_papers_with_any_sample_ran":0,"samples_over_distinct_papers":{"n_ran":0,"n_unverified":0,"n_samples":0,"n_pointer_only_licence":0,"note":"each paper (arXiv id) counted once, however many rows it is behind; this is the page-level figure"},"samples_row_weighted":{"n_ran":0,"n_unverified":0,"n_samples":0,"n_pointer_only_licence":0,"note":"row-weighted: a paper behind several rows is counted once per row; inflated relative to samples_over_distinct_papers by design, kept for readers summing the per-row syntology blocks"}}}